Home - Data Science Blog

Bag of Words: Convert text into vectors

April 11, 2021/in Data Mining, Data Science, Data Science Hack, Main Category, Python, Python, Text Mining/by Ram Tavva

In this blog, we will study about the model that represents and converts text to numbers i.e. the Bag of Words (BOW). The bag-of-words model has seen great success in […]

Multi-head attention mechanism: “queries”, “keys”, and “values,” over and over again

April 7, 2021/in Artificial Intelligence, Data Mining, Data Science, Data Science Hack, Deep Learning, Machine Learning, Main Category, Predictive Analytics, Python, Tutorial, Use Case/by Yasuto Tamura

*A comment added on 04/05/2022: Thanks to a comment by Mr. Maier, I found a major mistake in my visualization. To be concrete, there is a mistake in expressing how […]

Image Source: Pexels

7 Ways To Advance Your Data Science Knowledge and Expertise

April 5, 2021/in Education / Certification, Gerneral/by Luke Smith

Image Source: Pexels As a data scientist, your knowledge and expertise are what powers industries. Businesses of all sectors of the economy now rely on data to inform their business […]

Five ways Data Science is used in Fintech

April 2, 2021/in Insights, Use Cases/by Shannon Flynn

Data science experts process and act upon data that digital resources produce. In the fintech world, data comes from mobile apps, transactions, conversations and financial standings. With this data for […]

Why Is Physical Security Vital for Data Security?

March 30, 2021/in Data Security/by Shannon Flynn

Modern businesses hold on to an increasing amount of sensitive and sometimes confidential data. As a result, they’ve had to invest in new technology and practices to keep that data […]

Support Vector Machines for Text Recognition

Hand Written Alphabet recognition Using Support Vector Machine

March 20, 2021/in Artificial Intelligence, Data Science, Data Science Hack, Machine Learning, Main Category, R Statistics/by Mohan Rai

We have used image classification as an task in many cases, more often this has been done using an module like openCV in python or using pre-trained models like in […]

Data Security for Data Scientists & Co. – Infographic

March 9, 2021/in Data Science News, Data Security, Education / Certification, Gerneral, Insights, Main Category/by Benjamin Aunkofer

Data becomes information and information becomes knowledge. For this reason, companies are nowadays also evaluated with regard to their data and their data quality. Furthermore, data is also the material […]

In-memory Caching in Finance

March 5, 2021/in InMemory, Insights, Main Category/by Edward Huskin

Big data has been gradually creeping into a number of industries through the years, and it seems there are no exceptions when it comes to what type of business it […]

Die Notwendigkeit von DevOps in Data Science

February 24, 2021/in Data Engineering/by Lea Krause

Datenwissenschaft und maschinelles Lernen werden häufig mit Mathematik, Statistik, Algorithmen und Datenstreitigkeiten in Verbindung gebracht. Während diese Fähigkeiten für den Erfolg der Implementierung von maschinellem Lernen in einem Unternehmen von zentraler […]

How Data Science Is Helping to Detect Child Abuse

February 19, 2021/in Insights/by Luke Smith

Image Source: pixabay.com There is no good way to begin a conversation about child abuse or neglect. It is a sad and oftentimes sickening topic. But the fact of the […]